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Automated /llms.txt & Agent Documentation Context Compiler
Automated /llms.txt & Agent Documentation Context Compiler is a paid API for AI agents from shopify-spy.agentdiet.dev, paid per call via MPP, $0.01/call, status unknown (last checked 2026-10-21).
Crawls any documentation or SaaS website and generates a standards-compliant /llms.txt manifest plus a JSON-LD schema bundle for agent consumption
Price / call$0.01
Success—
StatusUnknown
How this service works
Crawls any documentation or SaaS site and compiles a standards-compliant /llms.txt manifest and JSON-LD schema bundle. (Live x402 v2, IETF MPP & MCP endpoint at https://shopify-spy.agentdiet.dev/v1/agent-card)
Output
Returns a standards-compliant /llms.txt manifest and a JSON-LD schema bundle derived from the crawled website, structured for direct consumption by AI agents and LLM pipelines.
Example use cases
Make SaaS docs agent-readable
“Crawl https://docs.notion.so and generate an /llms.txt manifest for it so my AI agent can understand and use Notion's documentation natively.”
Onboard new API into agent fleet
“I'm integrating Twilio into my agent pipeline — can you fetch https://www.twilio.com/docs and compile a ready-to-consume /llms.txt and JSON-LD schema bundle from it?”
Self-document internal wiki for agents
“Take our internal documentation at https://wiki.acmecorp.internal and produce a standards-compliant /llms.txt manifest so our autonomous agents can reference it without manual context loading.”
Technical details
Endpoint
GEThttps://shopify-spy.agentdiet.dev/v1/agent-card?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to make any documentation or SaaS site discoverable and consumable by AI agents in a standardized /llms.txt format, especially when you want both a manifest and a JSON-LD schema bundle in one call. Prefer this over manual context injection or custom scraping when the target is a publicly accessible documentation or product site.
Side effects
- URL is unreachable or returns non-200 status — crawl fails with error
- Target site blocks crawlers via robots.txt or rate limiting — partial or empty manifest returned
- Malformed or non-documentation URL provided — low-quality or empty output
- Site requires authentication to access docs — content not retrievable
- Very large sites may result in truncated manifests due to token/size limits
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| urlrequired | string | Website URL to crawl and generate a ready-to-consume /llms.txt manifest for |
Output
Schema · Response
{
"type": "object"
}Reviews
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